Showing 1 - 20 of 25,024

1

Estimation of sexual dimorphism of adult human mandibles of South Indian origin using non-metric parameters and machine learning classification algorithms.
Corda JV ; Karthikeyan A ; Zuber M ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Humans Male Female Decision Trees Support Vector Machine India ethnology
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2

Harnessing serum VOCs and machine learning for the early detection of MAFLD.
Li X ; Zhao X ; Zhang R ; et al.
Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Biomarkers blood Metabolomics methods Random Forest Liver Function Tests Age Factors Body Mass Index
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3

A machine learning tool for predicting newly diagnosed osteoporosis in primary healthcare in the Stockholm Region.
Wändell P ; Carlsson AC ; Swärd P ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Case-Control Studies Humans Male Female Adult Middle Aged
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4

From images to detection: Machine learning for blood pattern classification.
Li Y ; Shen W
Publisher: Elsevier Science Ireland Country of Publication: Ireland NLM ID: 7902034 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-6283 (Electronic) Linking ISSN: 03790738 NLM ISO Abbreviation: Forensic Sci Int Subsets: MEDLINE

Crime Victims Humans Forensic Medicine method... Blood Stains Image Processing, Comput... Pattern Recognition, Aut...
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5

KS-TMIL: A K-Stage Transformer approach with multiple instance learning model for ovarian cancer subtype classification.
Sai MJ ; Punn NS
Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Female Humans Image Interpretation, Co... Multiple-Instance Learni... Ovarian Neoplasms classi... Ovarian Neoplasms diagno...
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6

A study on time-series prediction and analysis of acidity of Daqu based on multivariate data fusion and KNN-Attention-LSTM-XGBoost modeling.
Yang H ; Xia H ; Liu S ; et al.
Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 101088505 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1615-7605 (Electronic) Linking ISSN: 16157591 NLM ISO Abbreviation: Bioprocess Biosyst Eng Subsets: MEDLINE

Hydrogen-Ion Concentrati... Least-Squares Analysis Multivariate Analysis Boosting Machine Learnin... Fermentation
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7

Fine tuned CatBoost machine learning approach for early detection of cardiovascular disease through predictive modeling.
Hamid M ; Hajjej F ; Alluhaidan AS ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Female Humans Male Algorithms Early Diagnosis Machine Learning
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8

Molecular-Level Understanding of Membrane Disruption Behaviors of Antimicrobial Peptides by Gradient Boosting Algorithm-Assisted Raman Spectroscopy.
Li C ; Zhou QQ ; Yu T ; et al.
Publisher: American Chemical Society Country of Publication: United States NLM ID: 101230060 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1549-960X (Electronic) Linking ISSN: 15499596 NLM ISO Abbreviation: J Chem Inf Model Subsets: MEDLINE

Phospholipids chemistry Phospholipids metabolism Antimicrobial Cationic P... Antimicrobial Cationic P... Antimicrobial Peptides p... Antimicrobial Peptides c...
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9

Mixed effect gradient boosting for high-dimensional longitudinal data.
Olaniran OR ; Olaniran SF ; Allohibi J ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Female Humans Pregnancy Algorithms Computer Simulation Longitudinal Studies
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10

XGBoost models based on non imaging features for the prediction of mild cognitive impairment in older adults.
Fernández-Blázquez MA ; Ruiz-Sánchez de León JM ; Sanz-Blasco R ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Aged Aged, 80 and over Female Humans Male Machine Learning
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11

Prognostic Value of Global Longitudinal Strain using Automated Measurement in Cardiac MRI.
Canuti ES ; Toupin S ; Hovasse T ; et al.
Publisher: Radiological Society of North America Country of Publication: United States NLM ID: 0401260 Publication Model: Print Cited Medium: Internet ISSN: 1527-1315 (Electronic) Linking ISSN: 00338419 NLM ISO Abbreviation: Radiology Subsets: MEDLINE

Aged Female Humans Male Middle Aged Longitudinal Studies
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12

Enhanced Cardiovascular Disease Prediction Modelling using Machine Learning Techniques: A Focus on CardioVitalnet.
Ejiyi CJ ; Qin Z ; Nneji GU ; et al.
Publisher: Informa Healthcare Country of Publication: England NLM ID: 9431867 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1361-6536 (Electronic) Linking ISSN: 0954898X NLM ISO Abbreviation: Network Subsets: MEDLINE

Humans Computer Simulation Data Mining methods Early Diagnosis Machine Learning Risk Assessment methods
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13

XGBoost-based machine learning model combining clinical and ultrasound data for personalized prediction of thyroid nodule malignancy.
Li W ; Zhou Y ; Luo Z ; et al.
Publisher: Frontiers Research Foundation] Country of Publication: Switzerland NLM ID: 101555782 Publication Model: eCollection Cited Medium: Print ISSN: 1664-2392 (Print) Linking ISSN: 16642392 NLM ISO Abbreviation: Front Endocrinol (Lausanne) Subsets: MEDLINE

Adult Aged Female Humans Male Middle Aged
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14

Identification of Fusarium sambucinum species complex by surface-enhanced Raman spectroscopy and XGBoost algorithm.
Caramês ETS ; de Moraes-Neto VF ; Bertozzi BG ; et al.
Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE

Hordeum microbiology Boosting Machine Learnin... Fusarium chemistry Fusarium classification Fusarium isolation & pur... Spectrum Analysis, Raman...
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15

Predicting carbapenem-resistant Pseudomonas aeruginosa infection risk using XGBoost model and explainability.
Jiang Y ; Wang HW ; Tian FY ; et al.
Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

Adult Aged Female Humans Male Middle Aged
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16

Hierarchically Optimized Multiple Instance Learning With Multi-Magnification Pathological Images for Cerebral Tumor Diagnosis.
Zhu L ; Yan R ; Guan T ; et al.
Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Humans Brain diagnostic imaging Brain pathology Databases, Factual Glioma diagnostic imagin... Glioma pathology
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17

MCD-LightGBM System for Intelligent Analyzing Heterogeneous Clinical Drug Therapeutic Effects.
Yang XH ; Liao HJ ; Sun PY ; et al.
Publisher: Institute of Electrical and Electronics Engineers Country of Publication: United States NLM ID: 101604520 Publication Model: Print Cited Medium: Internet ISSN: 2168-2208 (Electronic) Linking ISSN: 21682194 NLM ISO Abbreviation: IEEE J Biomed Health Inform Subsets: MEDLINE

Humans Algorithms Machine Learning Boosting Machine Learnin... Drug Therapy
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18

S2L-CM: Scribble-supervised nuclei segmentation in histopathology images using contrastive regularization and pixel-level multiple instance learning.
Oh HJ ; Min S ; Jeong WK
Publisher: Elsevier Country of Publication: United States NLM ID: 1250250 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1879-0534 (Electronic) Linking ISSN: 00104825 NLM ISO Abbreviation: Comput Biol Med Subsets: MEDLINE

Humans Algorithms Deep Learning Cell Nucleus pathology Image Processing, Comput... Multiple-Instance Learni...
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19

Whole slide image-level classification of malignant effusion cytology using clustering-constrained attention multiple instance learning.
Kim D ; Lee J ; Jung M ; et al.
Publisher: Elsevier Scientific Publishers Country of Publication: Ireland NLM ID: 8800805 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-8332 (Electronic) Linking ISSN: 01695002 NLM ISO Abbreviation: Lung Cancer Subsets: MEDLINE

Humans Cytodiagnosis methods Image Processing, Comput... Cluster Analysis Lung Neoplasms diagnosis Lung Neoplasms pathology
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20

Interpretable machine learning for thyroid cancer recurrence predicton: Leveraging XGBoost and SHAP analysis.
Schindele A ; Krebold A ; Heiß U ; et al.
Publisher: Elsevier Science Ireland Ltd Country of Publication: Ireland NLM ID: 8106411 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1872-7727 (Electronic) Linking ISSN: 0720048X NLM ISO Abbreviation: Eur J Radiol Subsets: MEDLINE

Adult Aged Female Humans Male Middle Aged
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